{"id":"W2914722823","doi":"10.1002/aic.16573","title":"Theory of dissolution and precipitation waves—redux","year":2019,"lang":"en","type":"article","venue":"AIChE Journal","topic":"Advanced Mathematical Modeling in Engineering","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Energi Simulation","keywords":"Dissolution; Partial differential equation; Saturation (graph theory); Ion; Dispersion (optics); Precipitation; Thermodynamics; Conservation law; Chemistry; Mathematics; Mathematical analysis; Mechanics; Physics; Physical chemistry; Meteorology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003544614,0.00004367057,0.00007459751,0.00004058213,0.00002320237,0.00002265508,0.0001410644,0.00002171759,0.000005972156],"category_scores_gemma":[0.0001050578,0.00003576087,0.00001916922,0.00006016302,0.00001189202,0.0003666822,0.00004760995,0.0001049693,0.000005980251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001609051,"about_ca_system_score_gemma":0.00001206656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":1.228719e-7,"about_ca_topic_score_gemma":3.541182e-8,"domain_scores_codex":[0.9995615,0.00002257471,0.0001410189,0.00006935831,0.0001171888,0.00008834646],"domain_scores_gemma":[0.9995924,0.0001311499,0.00007067571,0.0001186141,0.00004707528,0.00004003227],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001289237,0.00005181315,0.0004083586,0.00009929703,0.00003286807,0.000002352377,0.002945269,0.06017713,0.04713973,0.8338805,0.00004340387,0.05520641],"study_design_scores_gemma":[0.0002237322,0.00008045124,0.003144635,0.00009623613,0.000006050041,0.00009297409,0.00006071336,0.5683635,0.002442521,0.4253625,0.00004027745,0.00008629751],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1759194,0.0001177678,0.8233248,0.00007087767,0.0001451148,0.00003248931,1.062365e-7,0.00001511305,0.0003743956],"genre_scores_gemma":[0.8111049,0.00001579937,0.1887679,0.00001308701,0.00002053516,4.689776e-7,6.779718e-8,0.000003293233,0.00007395737],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6351855,"threshold_uncertainty_score":0.1458286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01240330349021877,"score_gpt":0.2442742964369338,"score_spread":0.2318709929467151,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}